Pillai's Trace is a multivariate statistical test used to determine the significance of the effect of one or more independent variables on multiple dependent variables simultaneously. It is particularly robust against violations of assumptions like homogeneity of covariance matrices, making it a preferred choice in MANOVA analyses when assumptions are not met.